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Paper Citation Record · LEDGER

Feeling the Force: A Nuanced Physics-based Traversability Sensor for Navigation in Unstructured Vegetation

As of 19 August 2026, this Paper Citation Record lists 20 of 20 outbound references and 0 inbound Pith citation observations for arXiv:2507.19831.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2507.19831 v1

Coverage vector

measured 20 of 20 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T14:09:12.038168Z

measured 20 of 20 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

20 of 20 outbound references displayed

  • verified exact0
  • verified fuzzy18
  • unresolved2
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a2987ddd-9d27-4941-aeb2-21888d473915 · outbound

This paper cites Fast traversability estimation for wild visual navigation.

Feeling the Force: A Nuanced Physics-based Traversability Sensor for Navigation in Unstructured Vegetation Fast traversability estimation for wild visual navigation

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:09:12.773203Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation e78b00cb-fa23-416d-baeb-1de38d561a14 · outbound

This paper cites Vegetation detection for mobile robot navigation.

Feeling the Force: A Nuanced Physics-based Traversability Sensor for Navigation in Unstructured Vegetation Vegetation detection for mobile robot navigation

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:09:12.733816Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:09:11.901815Z digest=sha256:c08368f8c50947cd62c029ed3b00c89814887708dbea20dbd37e7e1e5e6ba401

Observation d3338cbc-ca66-463a-8d70-3e752de3609b · outbound

This paper cites Learning object deformation models for robot motion planning.

Feeling the Force: A Nuanced Physics-based Traversability Sensor for Navigation in Unstructured Vegetation Learning object deformation models for robot motion planning

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:09:12.706446Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:09:11.909705Z digest=sha256:6b829278e3e1c6cdda8abd595e09aaa0bb46b26fc2d62b4f4fe0f712edef656a

Observation 23b1b6a8-47f0-412b-9d2a-7bd48dbbb8c1 · outbound

This paper cites Path planning for autonomous mobile robots: A review.

Feeling the Force: A Nuanced Physics-based Traversability Sensor for Navigation in Unstructured Vegetation Path planning for autonomous mobile robots: A review

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:09:12.666699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:09:11.915343Z digest=sha256:c076e378907e95fc644e601b47772c44f7699fe11d6f43d7ba4a19f10797a07f

Observation 92cc83a1-3e7b-4b94-81ca-9c2e0936e733 · outbound

This paper cites A novel occupancy mapping framework for risk-aware path planning in unstructured environments.

Feeling the Force: A Nuanced Physics-based Traversability Sensor for Navigation in Unstructured Vegetation A novel occupancy mapping framework for risk-aware path planning in unstructured environments

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:09:12.634469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:09:11.921682Z digest=sha256:902f234901d318a510b1f5b63b5f544114f9c976dc3b943976e3def31ce0b307

Observation 30f66700-bada-4f57-80be-c4a4f99e5a08 · outbound

This paper cites STEP: Stochastic Traversability Evaluation and Planning for Risk-Aware Off-road Navigation.

Feeling the Force: A Nuanced Physics-based Traversability Sensor for Navigation in Unstructured Vegetation STEP: Stochastic Traversability Evaluation and Planning for Risk-Aware Off-road Navigation

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-06T14:09:11.927991Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:09:11.927991Z digest=sha256:ef53e5bb95abe845e4e6d244074f2c7b3ae09bf0569a59eb2780f379d1ee6969

Observation 8e4b2409-7294-4bfd-9427-f5fdda16e726 · outbound

This paper cites Complex terrain navigation via model error prediction.

Feeling the Force: A Nuanced Physics-based Traversability Sensor for Navigation in Unstructured Vegetation Complex terrain navigation via model error prediction

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:09:12.596660Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 2b9f9e6f-357c-4ae4-90bb-13b337a8cd67 · outbound

This paper cites Risk-aware off-road navigation via a learned speed distribution map.

Feeling the Force: A Nuanced Physics-based Traversability Sensor for Navigation in Unstructured Vegetation Risk-aware off-road navigation via a learned speed distribution map

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:09:12.565702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:09:11.942230Z digest=sha256:daf70d6b647854d63d7a66c50710b703adb468ecb9fe3695d0ddccf96da23a67

Observation 0bd33e59-b27e-4c61-92dd-17f95bec8c63 · outbound

This paper cites Using Lidar Intensity for Robot Navigation.

Feeling the Force: A Nuanced Physics-based Traversability Sensor for Navigation in Unstructured Vegetation Using Lidar Intensity for Robot Navigation

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-06T14:09:11.947974Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:09:11.947974Z digest=sha256:b1ff6e54fd1e839e0e74bb65a110a9ec26a78c1f9d0545afd2454e9f84330fd8

Observation c2629f79-49b5-4c14-9722-06dba1c81936 · outbound

This paper cites Wayfast: Navigation with predictive traversability in the field.

Feeling the Force: A Nuanced Physics-based Traversability Sensor for Navigation in Unstructured Vegetation Wayfast: Navigation with predictive traversability in the field

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:09:12.537448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:09:11.956248Z digest=sha256:44fed61f1851f004a3b43d08a7c696269c4f3ea180a04aa4f411547a4e1a5662

Observation c4c28b5b-8d4d-4951-929c-bf0168fd31be · outbound

This paper cites Wayfaster: a self-supervised traversability prediction for increased navigation awareness.

Feeling the Force: A Nuanced Physics-based Traversability Sensor for Navigation in Unstructured Vegetation Wayfaster: a self-supervised traversability prediction for increased navigation awareness

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:09:12.489777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:09:11.964417Z digest=sha256:e4fe90fbebb88ad7c32c7ed45e5fdfe70d4fecb84f1281e4b27187fba91ee8d9

Observation d3806f52-81f2-43fb-a5bb-7dce14b35a09 · outbound

This paper cites AMCO: Adaptive Multimodal Coupling of Vision and Proprioception for Quadruped Robot Navigation in Outdoor Environments.

Feeling the Force: A Nuanced Physics-based Traversability Sensor for Navigation in Unstructured Vegetation AMCO: Adaptive Multimodal Coupling of Vision and Proprioception for Quadruped Robot Navigation in Outdoor Environments

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:09:12.459208Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:09:11.972544Z digest=sha256:412b18a876059fe7648691f3ac3fe3250550e757abe7a0e62d3c6e3e6ea1981f

Observation f03e4d16-67e5-4a04-a5e8-db23ecbffff1 · outbound

This paper cites VERN: Vegetation-Aware Robot Navigation in Dense Unstructured Outdoor Environments.

Feeling the Force: A Nuanced Physics-based Traversability Sensor for Navigation in Unstructured Vegetation VERN: Vegetation-Aware Robot Navigation in Dense Unstructured Outdoor Environments

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:09:12.432873Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:09:11.981385Z digest=sha256:5eca4288008bd89d95084fc6eb3853ef7844e67fa250e89b38be98e45678dda6

Observation aabc0c72-957e-401a-9266-7f3071299eec · outbound

This paper cites TerraPN: Unstructured Terrain Navigation using Online Self-Supervised Learning.

Feeling the Force: A Nuanced Physics-based Traversability Sensor for Navigation in Unstructured Vegetation TerraPN: Unstructured Terrain Navigation using Online Self-Supervised Learning

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:09:12.396160Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:09:11.989246Z digest=sha256:98d0db53c7449505aa1fa9080eac5c341201a4fc806bfa69af521b89d0cf29e7

Observation a30c5552-132c-4d2c-8460-6dd51c7d3ee4 · outbound

This paper cites Learned ultra-wideband RADAR sensor model for augmented LIDAR-based traversability mapping in vegetated environments.

Feeling the Force: A Nuanced Physics-based Traversability Sensor for Navigation in Unstructured Vegetation Learned ultra-wideband RADAR sensor model for augmented LIDAR-based traversability mapping in vegetated environments

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:09:12.356390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:09:11.997892Z digest=sha256:c899b74eb10ec965ab141972278df56a6fa4bc6f9aaca97b6dbd44a9f15dd709

Observation 4f7f160e-006a-4a9a-98d4-f98ccfc987b6 · outbound

This paper cites Traversability analysis with vision and terrain probing for safe legged robot navigation.

Feeling the Force: A Nuanced Physics-based Traversability Sensor for Navigation in Unstructured Vegetation Traversability analysis with vision and terrain probing for safe legged robot navigation

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:09:12.322676Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:09:12.004303Z digest=sha256:bd8cb44e6cbb37d027d02f07c141c64e31472cc248b0263170c1059ea835e97d

Observation 8fe02ffb-5401-4e00-b8e3-698ce9f479bf · outbound

This paper cites Modeling and traversal of pliable materials for tracked robot navigation.

Feeling the Force: A Nuanced Physics-based Traversability Sensor for Navigation in Unstructured Vegetation Modeling and traversal of pliable materials for tracked robot navigation

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:09:12.295349Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:09:12.014869Z digest=sha256:841ee15bed961eeb87489661e2342111425d5a99e693d2121a953685b7f92f09

Observation 1633928c-35f3-4a79-b686-c57e99edcec9 · outbound

This paper cites Characterization and traversal of pliable vegetation for robot navigation.

Feeling the Force: A Nuanced Physics-based Traversability Sensor for Navigation in Unstructured Vegetation Characterization and traversal of pliable vegetation for robot navigation

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:09:12.263391Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:09:12.021365Z digest=sha256:82dbd9cc4c2b7a532dbca3e58727e3f679c119fe9b206d7a1b74d076a1366526

Observation 40cfe3f1-2c0d-407d-81da-80010470f79b · outbound

This paper cites Sensitive Device for Probing and Recognition of Obstacles in a Natural Environment.

Feeling the Force: A Nuanced Physics-based Traversability Sensor for Navigation in Unstructured Vegetation Sensitive Device for Probing and Recognition of Obstacles in a Natural Environment

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:09:12.239328Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:09:12.029966Z digest=sha256:968645d9d4c41994986ff3bf7722efe0a50efc97008694635078ea33de54a908

Observation 670371d7-4ea6-41bd-9e03-b5e7b24624c3 · outbound

This paper cites Measurement and Prediction of Override F orce of Clumps of Small V egetation in Off-Road Autonomous Navigation.

Feeling the Force: A Nuanced Physics-based Traversability Sensor for Navigation in Unstructured Vegetation Measurement and Prediction of Override F orce of Clumps of Small V egetation in Off-Road Autonomous Navigation

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:09:12.208569Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Pith citing papers

No inbound Pith citation observations are available.